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LLMCheckerChain
LLMCheckerChain#
This notebook showcases how to use LLMCheckerChain.
from langchain.chains import LLMCheckerChain
from langchain.llms import OpenAI
llm = OpenAI(temperature=0.7)
text = "What type of mammal lays the biggest eggs?"
checker_chain = LLMCheckerChain(llm=llm, verbose=True)
checker_chain.run(text)
> Entering new LLMCheckerChain chain...
> Entering new SequentialChain chain...
Chain 0:
{'statement': '\nNone. Mammals do not lay eggs.'}
Chain 1:
{'assertions': '\n• Mammals reproduce using live birth\n• Mammals do not lay eggs\n• Animals that lay eggs are not mammals'}
Chain 2:
{'checked_assertions': '\n1. True\n\n2. True\n\n3. False - Mammals are a class of animals that includes animals that lay eggs, such as monotremes (platypus and echidna).'}
Chain 3:
{'revised_statement': ' Monotremes, such as the platypus and echidna, lay the biggest eggs of any mammal.'}
> Finished SequentialChain chain.
> Finished LLMCheckerChain chain.
' Monotremes, such as the platypus and echidna, lay the biggest eggs of any mammal.'
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LLM Math
By Harrison Chase
    
      © Copyright 2023, Harrison Chase.
      
  Last updated on Mar 22, 2023.